Big_vision Alternatives

Similar projects and alternatives to big_vision

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better big_vision alternative or higher similarity.

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big_vision reviews and mentions

Posts with mentions or reviews of big_vision. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-13.

I accidentally built a meme search engine
6 projects | news.ycombinator.com | 13 Apr 2024

I think this is based off Google research https://github.com/google-research/big_vision
Show HN: I made a Pinterest clone using SigLIP image embeddings
2 projects | news.ycombinator.com | 16 Feb 2024

The the vision training models are available here: https://github.com/google-research/big_vision/tree/main which I am assuming, based on the research paper is what was used for the project.
[D] What are the strongest plain baselines for Vision Transformers on ImageNet?
2 projects | /r/MachineLearning | 15 Dec 2022

Found relevant code at https://github.com/google-research/big_vision + all code implementations here
[P] Simple ViT Implementation in Flax
2 projects | /r/MachineLearning | 10 Jul 2022

Official Github repository: https://github.com/google-research/big_vision
Open-Source Simple-ViT Implementation
2 projects | news.ycombinator.com | 10 Jul 2022

An open-source implementation of the Better plain ViT baselines for ImageNet-1k research paper in Google's JAX and Flax.
An update from some of the same authors of the original paper proposes simplifications to ViT that allows it to train faster and better.
Among these simplifications include 2d sinusoidal positional embedding, global average pooling (no CLS token), no dropout, batch sizes of 1024 rather than 4096, and use of RandAugment and MixUp augmentations. They also show that a simple linear at the end is not significantly worse than the original MLP head.
Simple ViT Research Paper: https://arxiv.org/abs/2205.01580
Official Github repository: https://github.com/google-research/big_vision
Developer updates can be found on: https://twitter.com/EnricoShippole
In collaboration with Dr. Phil 'Lucid' Wang: https://github.com/lucidrains
A note from our sponsor - InfluxDB
www.influxdata.com | 30 Apr 2024

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